id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
1,165,200
21
Female
566
Single
2
Master's
null
null
Rural
Comprehensive
1
8
731
5
2020-06-12 15:21:39.170099
Poor
No
Rarely
Apartment
953
1,165,201
60
Male
10,039
Married
null
PhD
Self-Employed
44.156845
Suburban
Premium
0
19
751
6
2024-05-20 15:21:39.085129
Average
No
Monthly
Condo
2,363
1,165,202
39
Female
64,352
Married
1
Master's
Employed
21.967473
Urban
Basic
0
10
563
9
2022-11-01 15:21:39.151732
Poor
No
Rarely
House
48
1,165,203
33
Male
2,798
Married
1
Master's
Unemployed
31.616977
Suburban
Premium
1
5
316
8
2023-07-03 15:21:39.273973
Good
Yes
Daily
House
526
1,165,204
59
Female
12,042
Divorced
2
High School
Self-Employed
39.92726
Rural
Premium
1
5
748
2
2022-09-29 15:21:39.237118
Good
Yes
Monthly
Condo
755
1,165,205
42
Male
77,984
Divorced
1
PhD
Employed
27.938493
Rural
Premium
null
16
437
8
2023-02-17 15:21:39.192212
Average
No
Weekly
Apartment
721
1,165,206
26
Female
5,533
Single
2
PhD
null
16.264881
Urban
Basic
0
3
602
5
2020-08-02 15:21:39.179186
Poor
Yes
Monthly
Condo
473
1,165,207
53
Female
52,753
Married
2
PhD
null
50.816283
Suburban
Premium
1
0
null
2
2021-11-28 15:21:39.168099
Good
Yes
Weekly
Apartment
3,747
1,165,208
55
Male
94,749
Married
0
Bachelor's
Employed
29.781046
Suburban
Comprehensive
2
15
467
8
2022-10-01 15:21:39.175719
Average
Yes
Weekly
Apartment
2,484
1,165,209
51
Female
null
Divorced
0
PhD
null
null
Urban
Comprehensive
1
11
585
2
2020-02-15 15:21:39.246098
Poor
Yes
Rarely
House
45
1,165,210
21
Female
5,743
Divorced
3
High School
Self-Employed
52.014481
Urban
Premium
0
15
525
4
2020-12-01 15:21:39.145732
Average
Yes
Weekly
Apartment
690
1,165,211
43
Female
11,440
Single
1
Master's
Employed
19.618578
Rural
Basic
0
7
641
7
2021-03-16 15:21:39.155231
Good
No
Weekly
House
191
1,165,212
36
Male
null
Divorced
3
PhD
Self-Employed
27.672354
Suburban
Comprehensive
0
5
308
1
2019-12-10 15:21:39.134960
Average
Yes
Rarely
Apartment
3,367
1,165,213
19
Male
21,874
Married
0
Bachelor's
Unemployed
18.701879
Urban
Premium
1
14
467
7
2020-09-04 15:21:39.090124
Good
Yes
Rarely
House
50
1,165,214
18
Female
52,358
Divorced
4
Master's
Employed
25.823347
Rural
Comprehensive
5
13
714
7
2023-04-20 15:21:39.190215
Average
Yes
Rarely
Apartment
2,033
1,165,215
19
Male
20,360
Single
2
Bachelor's
Unemployed
37.502644
Rural
Basic
1
18
689
4
2021-07-13 15:21:39.096739
Good
No
Daily
Apartment
1,099
1,165,216
46
Female
30,197
Single
4
PhD
null
19.906403
Rural
Premium
null
15
619
1
2021-08-28 15:21:39.221386
Poor
No
Rarely
Condo
338
1,165,217
20
Male
44,213
Single
2
Bachelor's
Unemployed
38.249839
Urban
Basic
1
16
701
5
2023-09-12 15:21:39.134960
Good
No
Daily
Apartment
1,692
1,165,218
30
Male
45,476
Married
1
Bachelor's
null
28.2338
Rural
Basic
0
6
null
7
2023-11-06 15:21:39.134960
Average
No
Daily
House
3,514
1,165,219
58
Male
20,720
Single
1
High School
Self-Employed
27.274701
Rural
Premium
0
1
464
6
2020-04-27 15:21:39.088124
Average
Yes
Rarely
Condo
1,734
1,165,220
48
Male
63,008
Married
3
Master's
Self-Employed
32.08551
Urban
Basic
2
9
null
1
2024-07-14 15:21:39.276901
Poor
Yes
Monthly
Apartment
224
1,165,221
46
Male
21,288
Married
3
PhD
Employed
11.347841
Urban
Comprehensive
1
9
580
2
2023-10-21 15:21:39.246098
Average
No
Daily
Condo
519
1,165,222
23
Male
108,721
Married
null
Bachelor's
null
36.231249
Urban
Comprehensive
null
14
717
4
2023-11-08 15:21:39.155231
null
No
Daily
Condo
2,524
1,165,223
18
Female
2,786
Married
0
High School
null
32.091558
Rural
Basic
null
18
479
5
2022-11-21 15:21:39.237118
Poor
Yes
Weekly
Condo
1,803
1,165,224
44
Female
20,940
Single
0
High School
Self-Employed
27.570856
Rural
Basic
null
4
322
4
2022-09-15 15:21:39.134960
Average
Yes
Daily
House
1,045
1,165,225
42
Male
25,621
Single
4
PhD
null
41.549846
Suburban
Basic
0
19
580
7
2021-08-12 15:21:39.192212
Poor
Yes
Daily
House
2,532
1,165,226
49
Female
124,748
Married
0
PhD
Employed
12.56723
Urban
Premium
0
6
351
8
2023-08-17 15:21:39.163789
Good
Yes
Rarely
Condo
722
1,165,227
33
Female
12,056
Married
0
Master's
Unemployed
18.352078
Suburban
Basic
1
9
761
3
2019-11-16 15:21:39.226954
Poor
Yes
Daily
Apartment
449
1,165,228
44
Male
18,092
Married
2
PhD
Employed
6.294475
Suburban
Premium
0
17
757
3
2023-05-05 15:21:39.263607
Poor
Yes
Monthly
Apartment
447
1,165,229
56
Male
15,696
Single
1
High School
null
20.828643
Urban
Premium
0
16
626
7
2019-12-28 15:21:39.237118
Poor
No
Daily
House
526
1,165,230
60
Female
30,382
Divorced
3
PhD
Employed
25.816657
Rural
Basic
1
12
null
9
2022-06-13 15:21:39.134960
Good
Yes
Rarely
Condo
892
1,165,231
31
Female
1,057
Single
3
High School
Unemployed
50.591754
Rural
Comprehensive
1
5
682
4
2019-10-17 15:21:39.134960
Good
No
Daily
House
1,617
1,165,232
64
Male
132,986
Divorced
3
PhD
Self-Employed
30.466613
Urban
Comprehensive
null
5
605
1
2023-04-17 15:21:39.211806
Average
Yes
Monthly
Condo
3,834
1,165,233
53
Male
16,527
Married
0
PhD
Employed
13.125801
Rural
Basic
null
1
585
9
2023-08-24 15:21:39.210805
Poor
No
Rarely
House
1,003
1,165,234
59
Male
4,027
Divorced
0
Master's
Unemployed
26.148877
Suburban
Basic
2
17
532
8
2021-05-04 15:21:39.251142
Average
Yes
Rarely
Condo
1,581
1,165,235
36
Female
2,592
Divorced
3
PhD
null
36.393517
Rural
Premium
0
15
null
2
2023-02-05 15:21:39.251142
Average
Yes
Weekly
Apartment
2,295
1,165,236
18
Male
22,499
Divorced
2
High School
Self-Employed
22.527172
Rural
Comprehensive
null
16
415
3
2024-01-10 15:21:39.221386
Poor
No
Rarely
Condo
655
1,165,237
62
Female
39,726
Divorced
3
PhD
Self-Employed
11.044876
Suburban
Premium
3
6
449
7
2021-09-21 15:21:39.134960
Average
Yes
Rarely
House
24
1,165,238
53
Female
121,859
Divorced
1
PhD
Self-Employed
51.984987
Urban
Premium
null
4
819
5
2024-05-02 15:21:39.130190
Good
Yes
Rarely
House
642
1,165,239
53
Male
13,038
Single
2
PhD
Employed
24.571393
Suburban
Comprehensive
null
4
820
2
2023-05-02 15:21:39.155231
Poor
No
Rarely
Apartment
399
1,165,240
20
Male
5,728
Single
null
Bachelor's
Unemployed
24.93576
Suburban
Premium
2
4
676
8
2023-10-13 15:21:39.207847
Average
Yes
Rarely
Condo
45
1,165,241
59
Male
18,380
Divorced
3
High School
Unemployed
15.882556
Suburban
Premium
null
19
null
5
2020-10-11 15:21:39.235012
Average
No
Rarely
Condo
1,494
1,165,242
48
Female
43,979
Married
null
High School
Employed
10.942149
Rural
Comprehensive
null
19
334
8
2023-01-13 15:21:39.102694
Average
No
Weekly
House
439
1,165,243
18
Male
32,487
Married
null
Bachelor's
null
16.358882
Suburban
Premium
1
6
797
4
2021-03-09 15:21:39.236064
Average
Yes
Daily
Apartment
3,397
1,165,244
41
Female
38,963
Single
2
Master's
Employed
12.633642
Suburban
Comprehensive
0
18
572
1
2024-06-27 15:21:39.155231
Poor
No
Daily
Condo
1,297
1,165,245
35
Female
null
Married
3
Master's
null
51.69833
Urban
Basic
1
7
818
5
2022-03-07 15:21:39.132191
Poor
Yes
Monthly
Apartment
2,073
1,165,246
28
Female
84,305
Married
1
High School
null
20.066606
Suburban
Comprehensive
0
2
null
9
2022-08-30 15:21:39.134960
Average
No
Rarely
Apartment
360
1,165,247
27
Female
79,976
Divorced
1
Bachelor's
Employed
21.96611
Rural
Premium
3
14
null
9
2020-08-15 15:21:39.183598
Poor
No
Daily
Apartment
28
1,165,248
34
Female
24,243
Single
2
High School
Self-Employed
26.337028
Urban
Comprehensive
null
18
739
5
2019-11-09 15:21:39.181605
Average
No
Monthly
Condo
163
1,165,249
53
Female
46,326
Married
4
Master's
Employed
46.670147
Rural
Premium
null
5
793
2
2021-09-08 15:21:39.280784
Poor
No
Monthly
Condo
1,199
1,165,250
43
Male
15,215
Married
null
Master's
Employed
19.788105
Urban
Basic
1
17
533
2
2021-03-11 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,240
1,165,251
19
Female
8,095
Single
2
PhD
Self-Employed
10.657901
Rural
Basic
3
6
431
6
2023-03-18 15:21:39.274993
Average
Yes
Weekly
House
1,089
1,165,252
28
Female
17,227
Divorced
2
Bachelor's
Unemployed
11.672281
Urban
Basic
0
17
621
3
2020-11-11 15:21:39.134960
Average
No
Monthly
Apartment
518
1,165,253
61
Male
7,413
Married
0
PhD
Unemployed
11.714961
Rural
Comprehensive
null
11
519
7
2019-12-07 15:21:39.091080
Average
No
Monthly
House
854
1,165,254
34
Male
19,543
Single
1
Master's
Unemployed
40.812779
Urban
Premium
1
15
448
7
2023-09-13 15:21:39.134960
null
Yes
Weekly
House
3,005
1,165,255
41
Female
27,358
Divorced
3
Bachelor's
Employed
27.242282
Suburban
Basic
null
2
692
5
2023-04-08 15:21:39.281787
Good
Yes
Weekly
House
1,042
1,165,256
36
Male
26,506
Divorced
2
Bachelor's
null
25.869375
Suburban
Premium
null
8
397
8
2021-01-10 15:21:39.092127
Poor
Yes
Monthly
Apartment
592
1,165,257
54
Female
137,957
Married
3
High School
null
15.093793
Suburban
Comprehensive
0
14
379
6
2024-02-06 15:21:39.105504
Average
Yes
Rarely
Condo
3,635
1,165,258
59
Male
10,136
Married
3
High School
null
44.082312
Suburban
Basic
2
16
502
1
2022-09-28 15:21:39.255696
Average
Yes
Rarely
House
479
1,165,259
57
Male
55,346
Single
0
PhD
null
35.945868
Urban
Premium
2
6
372
4
2020-06-16 15:21:39.237118
Poor
No
Monthly
House
71
1,165,260
27
Female
70,699
Single
2
Bachelor's
Employed
6.334827
Suburban
Premium
0
13
474
3
2024-05-17 15:21:39.289099
Poor
Yes
Daily
Condo
3,097
1,165,261
52
Male
9,082
Divorced
1
High School
Unemployed
32.977339
Suburban
Basic
0
12
null
6
2020-07-23 15:21:39.155231
Average
Yes
Monthly
House
1,664
1,165,262
41
Female
1,258
Single
4
PhD
Self-Employed
32.132897
Suburban
Comprehensive
2
14
647
7
2023-09-27 15:21:39.147735
Poor
No
Daily
House
923
1,165,263
41
Female
null
Single
3
PhD
Unemployed
38.068236
Rural
Comprehensive
3
5
667
1
2023-01-21 15:21:39.273973
Average
No
Weekly
Apartment
418
1,165,264
33
Male
121,413
Divorced
4
Master's
Employed
11.622105
Rural
Basic
2
9
443
6
2020-04-03 15:21:39.180553
Average
Yes
Daily
House
1,423
1,165,265
21
Male
132,222
Married
3
Master's
Employed
10.945112
Rural
Basic
0
19
651
4
2019-11-12 15:21:39.086123
Good
Yes
Daily
Condo
364
1,165,266
35
Male
2,086
Single
2
High School
Unemployed
49.869364
Rural
Comprehensive
null
14
766
3
2019-09-09 15:21:39.261856
Good
Yes
Monthly
Condo
616
1,165,267
20
Female
7,098
Single
1
High School
null
25.451237
Urban
Basic
2
12
581
9
2020-04-17 15:21:39.192212
Average
Yes
Daily
Condo
44
1,165,268
36
Female
141,285
Single
2
High School
null
19.826505
Rural
Basic
null
10
563
1
2023-11-29 15:21:39.131192
Average
No
Monthly
House
75
1,165,269
64
Male
2,876
Married
4
Bachelor's
Employed
16.47124
Urban
Premium
1
16
477
5
2020-06-24 15:21:39.134960
Average
Yes
Weekly
Apartment
362
1,165,270
32
Female
1,189
Single
1
High School
Unemployed
38.612544
Suburban
Basic
null
10
718
9
2022-08-30 15:21:39.134960
Good
Yes
Rarely
Condo
2,467
1,165,271
41
Female
26,863
Married
3
Master's
Employed
27.9534
Urban
Premium
0
9
848
2
2023-08-24 15:21:39.106582
Average
No
Weekly
Apartment
446
1,165,272
43
Female
23,146
Divorced
0
PhD
Self-Employed
9.938898
Rural
Comprehensive
0
8
531
3
2021-05-20 15:21:39.131192
Good
Yes
Daily
Apartment
775
1,165,273
47
Male
74,977
Divorced
4
PhD
Self-Employed
12.039344
Urban
Premium
0
4
629
3
2019-10-17 15:21:39.147735
Poor
Yes
Rarely
House
3,356
1,165,274
32
Female
3,329
Single
0
PhD
Unemployed
46.643659
Suburban
Comprehensive
2
7
787
9
2024-01-13 15:21:39.155231
Good
Yes
Rarely
Apartment
1,642
1,165,275
19
Female
20,281
Single
4
Bachelor's
Unemployed
12.29578
Rural
Premium
null
9
842
2
2020-12-23 15:21:39.228521
Poor
Yes
Weekly
Apartment
817
1,165,276
21
Male
14,082
Divorced
2
PhD
Self-Employed
11.569205
Rural
Premium
1
17
442
8
2024-01-01 15:21:39.092127
Poor
No
Daily
Condo
1,142
1,165,277
52
Female
16,097
Divorced
3
PhD
Employed
27.828786
Suburban
Basic
0
15
565
1
2020-01-22 15:21:39.155231
Poor
Yes
Daily
House
801
1,165,278
45
Female
17,305
Single
1
PhD
Self-Employed
5.897955
Urban
Basic
2
8
835
5
2022-01-11 15:21:39.104139
Average
No
Rarely
House
744
1,165,279
39
Female
140,515
Married
4
PhD
Employed
52.846289
Rural
Comprehensive
2
19
575
3
2023-09-08 15:21:39.155231
Poor
No
Rarely
Condo
1,442
1,165,280
32
Male
10,157
Married
0
Bachelor's
null
5.574921
Rural
Comprehensive
3
13
478
1
2021-03-10 15:21:39.184157
Average
No
Rarely
Condo
2,681
1,165,281
31
Male
null
Married
3
Bachelor's
Employed
15.947143
Rural
Premium
null
5
331
8
2020-10-12 15:21:39.167099
Good
Yes
Daily
Apartment
3,226
1,165,282
23
Male
17,091
Divorced
3
PhD
null
null
Suburban
Premium
null
11
589
1
2022-02-15 15:21:39.176717
Average
No
Weekly
House
899
1,165,283
41
Male
35,781
Married
4
High School
null
24.2656
Urban
Comprehensive
null
0
596
4
2023-07-12 15:21:39.126661
Average
No
Monthly
Condo
1,048
1,165,284
58
Male
22,477
Divorced
3
PhD
null
25.90765
Urban
Premium
2
4
554
2
2023-05-20 15:21:39.147735
null
No
Weekly
Apartment
386
1,165,285
48
Male
34,343
Divorced
2
PhD
Self-Employed
16.739709
Urban
Basic
null
2
null
5
2022-07-16 15:21:39.134960
Good
No
Daily
Condo
1,236
1,165,286
42
Male
19,767
Divorced
0
High School
Unemployed
48.814735
Rural
Comprehensive
0
19
705
8
2021-01-27 15:21:39.237118
Poor
Yes
Daily
Apartment
349
1,165,287
53
Male
13,982
Single
2
Master's
null
28.876223
Suburban
Premium
1
6
795
6
2021-08-30 15:21:39.084065
Average
Yes
Monthly
House
587
1,165,288
63
Female
28,215
Married
0
Master's
Unemployed
30.566732
Rural
Premium
null
8
664
9
2021-03-14 15:21:39.155231
Poor
Yes
Weekly
Condo
2,212
1,165,289
57
Female
14,061
Single
3
High School
Self-Employed
27.918923
Rural
Premium
0
0
837
5
2020-02-17 15:21:39.281787
Poor
No
Daily
Condo
1,217
1,165,290
49
Female
18,644
Divorced
4
High School
Unemployed
28.597551
Rural
Comprehensive
0
2
511
4
2023-03-20 15:21:39.146733
Average
No
Daily
Apartment
577
1,165,291
46
Male
96,932
Married
4
Master's
Employed
5.939698
Urban
Comprehensive
0
7
747
1
2022-04-22 15:21:39.209847
Good
Yes
Rarely
House
362
1,165,292
42
Female
52,817
Married
1
Master's
Employed
null
Rural
Premium
null
2
466
3
2024-04-14 15:21:39.261856
Good
Yes
Monthly
House
2,465
1,165,293
61
Female
70,848
Married
2
High School
null
19.073551
Suburban
Comprehensive
2
14
584
5
2023-06-03 15:21:39.182597
Average
Yes
Rarely
House
35
1,165,294
35
Male
3,240
Single
2
Bachelor's
Employed
17.354448
Urban
Basic
0
6
466
7
2023-10-30 15:21:39.155231
Average
Yes
Daily
Condo
543
1,165,295
19
Male
60,651
Divorced
1
High School
Self-Employed
41.96596
Rural
Comprehensive
1
1
622
5
2021-08-11 15:21:39.213373
Poor
Yes
Daily
Condo
104
1,165,296
62
Male
90,193
Divorced
1
PhD
Unemployed
10.447737
Urban
Premium
0
10
409
5
2020-09-16 15:21:39.228521
Good
Yes
Rarely
House
704
1,165,297
39
Female
467
Single
3
PhD
null
19.952816
Suburban
Comprehensive
0
13
508
8
2022-06-17 15:21:39.180553
Poor
Yes
Monthly
House
848
1,165,298
34
Male
6,866
Single
3
High School
null
39.566262
Suburban
Comprehensive
null
8
646
1
2020-12-21 15:21:39.174719
Average
Yes
Weekly
Condo
934
1,165,299
34
Female
27,864
Divorced
4
PhD
null
24.814138
Rural
Basic
0
3
null
7
2023-06-02 15:21:39.149731
Good
Yes
Weekly
House
1,224